Independent Science + Technology

Author: Ken Imoto

The AI Summary Said “It’s Not a Scam.” The Springboard Was Your Site’s Search Box

Post date July 28, 2026
Post author By Ken Imoto
Post categories In ai, security, seo, webdev

freee + MCP: I Automated My Japanese Tax Return With Claude Code — 3 Things That Broke in Production

Post date July 27, 2026
Post author By Ken Imoto
Post categories In ai, Automation, claude, mcp

The Compaction Plugin I Was Releasing Warned Me Mid-Release

Post date July 7, 2026
Post author By Ken Imoto
Post categories In ai, claudecode, opensource, productivity

When the Free Executor Cost More: 40 Trials on Opus + Local Qwen Ended Up the Most Expensive Cloud Arm

Post date June 27, 2026
Post author By Ken Imoto
Post categories In agents, ai, llm, programming

I Cron-Scheduled 7 AI Agents. 2 Silently Failed for 18 Days. Tracing Wouldn’t Have Caught It.

Post date June 3, 2026
Post author By Ken Imoto
Post categories In ai, claudecode, devops, observability

I Plugged the Same Site Into 7 AI-Citation Trackers. They Reported 7 Different Numbers.

Post date June 2, 2026
Post author By Ken Imoto
Post categories In ai, geo, llmo, seo

TRM Grew ChatGPT Referrals 8,337% in 90 Days. I Copied Their 4 LLMO Pillars Onto 3 Indie Sites. Only 1 Moved the Needle.

Post date May 28, 2026
Post author By Ken Imoto
Post categories In ai, geo, llmo, seo

TRM Grew ChatGPT Referrals 8,337% in 90 Days. I Copied Their 4 LLMO Pillars Onto 3 Indie Sites. Only 1 Moved the Needle.

Post date May 28, 2026
Post author By Ken Imoto
Post categories In ai, geo, llmo, seo

I Refactored 100 Functions With Claude. CI Was Green. Production Got Slower in 7 Spots.

Post date May 28, 2026
Post author By Ken Imoto
Post categories In ai, claudecode, performance, python

I Turned on Agent Tracing for 30 Days. 4 Hidden Bottlenecks Were Eating 47% of My Tokens.

Post date May 27, 2026
Post author By Ken Imoto
Post categories In agents, ai, observability, performance

I Added a 4th Agent That Audits My Other Agents. It Caught My Strategist Procrastinating for 3 Weeks.

Post date May 25, 2026
Post author By Ken Imoto
Post categories In agents, ai, claudecode, llm

One Question, Five AI Search Engines, Five Different Answers

Post date May 15, 2026
Post author By Ken Imoto
Post categories In ai, llmo, Search, seo

I Was Calling It ‘Setup’ for Six Months. arXiv Has a Better Word: Harness

Post date May 13, 2026
Post author By Ken Imoto
Post categories In agents, ai, claudecode, harness

Your MCP server eats 55,000 tokens before your agent says a word — I measured the real cost

Post date May 10, 2026
Post author By Ken Imoto
Post categories In ai, devtools, mcp, performance

Your RAG can’t answer ‘why’ — GraphRAG finds what vector search misses

Post date May 9, 2026
Post author By Ken Imoto
Post categories In ai, graphrag, programming, rag

llms.txt: The File That Decides Whether AI Can Find Your Site

Post date May 9, 2026
Post author By Ken Imoto
Post categories In ai, llmo, seo, webdev

llms.txt: The File That Decides Whether AI Can Find Your Site

Post date May 9, 2026
Post author By Ken Imoto
Post categories In ai, llmo, seo, webdev

llms.txt: The File That Decides Whether AI Can Find Your Site

Post date May 9, 2026
Post author By Ken Imoto
Post categories In ai, llmo, seo, webdev

The og:type Bug Three of My Astro Sites Quietly Shipped

Post date May 8, 2026
Post author By Ken Imoto
Post categories In ai, astro, seo, webdev

The og:type Bug Three of My Astro Sites Quietly Shipped

Post date May 8, 2026
Post author By Ken Imoto
Post categories In ai, astro, seo, webdev

The og:type Bug Three of My Astro Sites Quietly Shipped

Post date May 8, 2026
Post author By Ken Imoto
Post categories In ai, astro, seo, webdev

38% of MCP servers have no auth — inside the OWASP MCP Top 10

Post date May 6, 2026
Post author By Ken Imoto
Post categories In ai, devtools, mcp, security

I caught Claude Sonnet 4 inventing facts about a fake tool

Post date April 11, 2026
Post author By Ken Imoto
Post categories In ai, claude, contextengineering, llm

Why ChatGPT Doesn’t Know Your Product (Even If You Rank #1 on Google)

Post date March 19, 2026
Post author By Ken Imoto
Post categories In ai, chatgpt, llmo, seo

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